"""simple docstring"""



from ...configuration_utils import PretrainedConfig
from ...utils import logging


SCREAMING_SNAKE_CASE__:Optional[Any]									=			logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__:Tuple									=			{
    """SCUT-DLVCLab/lilt-roberta-en-base""": (
        """https://huggingface.co/SCUT-DLVCLab/lilt-roberta-en-base/resolve/main/config.json"""
    ),
}






class  snake_case__      (       snake_case_       ):
 _snake_case       :					Union[str, Any]							  =						"""lilt"""


 def __init__( self    ,		lowerCamelCase=30522    ,		lowerCamelCase=768    ,		lowerCamelCase=12    ,		lowerCamelCase=12    ,		lowerCamelCase=3072    ,		lowerCamelCase="gelu"    ,		lowerCamelCase=0.1    ,		lowerCamelCase=0.1    ,		lowerCamelCase=512    ,		lowerCamelCase=2    ,		lowerCamelCase=0.02    ,		lowerCamelCase=1E-12    ,		lowerCamelCase=0    ,		lowerCamelCase="absolute"    ,		lowerCamelCase=None    ,		lowerCamelCase=4    ,		lowerCamelCase=1024    ,		**lowerCamelCase    ,		):
        super().__init__(pad_token_id=lowerCamelCase    ,		**lowerCamelCase						)

        __a       =    vocab_size
        __a       =    hidden_size
        __a       =    num_hidden_layers
        __a       =    num_attention_heads
        __a       =    hidden_act
        __a       =    intermediate_size
        __a       =    hidden_dropout_prob
        __a       =    attention_probs_dropout_prob
        __a       =    max_position_embeddings
        __a       =    type_vocab_size
        __a       =    initializer_range
        __a       =    layer_norm_eps
        __a       =    position_embedding_type
        __a       =    classifier_dropout
        __a       =    channel_shrink_ratio
        __a       =    max_ad_position_embeddings

"""simple docstring"""



def 	_lowerCamelCase(	a   ,    a				):
       __a       =    0
       __a       =    len(a				) - 1

       while left <= right:
              # avoid divided by 0 during interpolation
              if sorted_collection[left] == sorted_collection[right]:
                     if sorted_collection[left] == item:
                            return left
                     else:
                            return None

              __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
                  sorted_collection[right] - sorted_collection[left]
              )

              # out of range check
              if point < 0 or point >= len(a				):
                     return None

              __a       =    sorted_collection[point]
              if current_item == item:
                     return point
              else:
                     if point < left:
                            __a       =    left
                            __a       =    point
                     elif point > right:
                            __a       =    right
                            __a       =    point
                     else:
                            if item < current_item:
                                   __a       =    point - 1
                            else:
                                   __a       =    point + 1
       return None



def 	_lowerCamelCase(	a   ,    a   ,    a   ,    a				):

       # avoid divided by 0 during interpolation
       if sorted_collection[left] == sorted_collection[right]:
              if sorted_collection[left] == item:
                     return left
              else:
                     return None

       __a       =    left + ((item - sorted_collection[left]) * (right - left)) // (
           sorted_collection[right] - sorted_collection[left]
       )

       # out of range check
       if point < 0 or point >= len(a				):
              return None

       if sorted_collection[point] == item:
              return point
       elif point < left:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       elif point > right:
              return interpolation_search_by_recursion(a   ,    a   ,    a   ,    a				)
       else:
              if sorted_collection[point] > item:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    a   ,    point - 1				)
              else:
                     return interpolation_search_by_recursion(
                         a   ,    a   ,    point + 1   ,    a				)



def 	_lowerCamelCase(	a				):
       if collection != sorted(a				):
              raise ValueError("Collection must be ascending sorted"				)
       return True


if __name__ == "__main__":
   import sys
   SCREAMING_SNAKE_CASE__:List[str]									=			0
   if debug == 1:
      SCREAMING_SNAKE_CASE__:Tuple									=			[10, 30, 40, 45, 50, 66, 77, 93]
      try:
         __assert_sorted(collection)
      except ValueError:
         sys.exit("""Sequence must be ascending sorted to apply interpolation search""")
      SCREAMING_SNAKE_CASE__:int									=			67

   SCREAMING_SNAKE_CASE__:List[str]									=			interpolation_search(collection, target)
   if result is not None:
      print(F'''{target} found at positions: {result}''')
   else:
      print("""Not found""")
